Nonlinear Programming

A Chance-Constrained Nonlinear Programming Approach for Equipment Design Under Uncertainty
In this work there are shown different strategies to cope uncertainty in large-scale chance-constrained nonlinear programs. We present …
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Using stochastic programming and statistical extrapolation to mitigate long-term extreme loads in wind turbines
We propose stochastic programming formulations to enforce mechanical load requirements in wind turbine controller design procedures. …
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An augmented Lagrangian interior-point approach for large-scale NLP problems on graphics processing units
The demand for fast solution of nonlinear optimization problems, coupled with the emergence of new concurrent computing architectures, …
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Parallel algorithms for nonlinear programming and applications in pharmaceutical manufacturing
Effective manufacturing of pharmaceuticals presents a number of challenging optimization problems due to complex distributed, …
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